Skip to content
Canadian Immigration Dashboard [ CID ]
Perspective API

Toxicity Scores & Embeddings

Search and explore comments with their Perspective API toxicity/prosocial scores alongside AI sentiment labels.

Communalytic | Toxicity & prosocial scores, embeddings, and clusters generated via Communalytic (Social Media Lab, Toronto Metropolitan University) using Google's Perspective API.
Toxicity Scored
55,769
9.3% of 596,542 total
Prosocial Scored
54,229
Embeddings
55,418
403 clusters
Avg Tox / Con
0.245 / 0.328

Summary Charts

click to expand

All 13 Dimensions

Score Distribution

Scored: 55,769
Unscored: 596,542 remaining
9.3% complete
{# Expects: explorer_rows, explorer_total, explorer_pages, current_page, page_range, filter_opts, f_q, f_polarity, f_tox_min, f_tox_max, f_sort, f_cluster, f_scope, explorer_reset_url #}

Comment Explorer

Browse comments with toxicity & constructive scores. Filter by keyword, polarity, toxicity range, or cluster.

Search & Filter

Search comment text, filter by category or toxicity level
Active: "It becomes more and more …" 606 comments · Page 24 of 25
Immigration is essential for Canada to survive.. but... it needs to be a reasonable, controlled intake. Global situations have pushed Canada to take more than they could manage. We don't need to stop immigration, just …
Immigration is essential for Canada to survive.. but... it needs to be a reasonable, controlled intake. Global situations have pushed Canada to take more than they could manage. We don't need to stop immigration, just get control of it again. Also, yes, people coming in need to become Canadian... if you come here it's because you expect it to be better than where ever you left... so you need to embrace what's here, not try and change what's here to whatever you left.
Identity Attack0.009693438
Insult0.010096892
Profanity0.009118228
Threat0.0063497215
Severe Toxicity0.00071048737
Low Tox 0.021667719 Constructive 0.701 Policy_Critique
Aug 26, 2025 Why Canadians Are Turning Against …
Because immigration has become so out of control in Canada nobody trusts Canadians anymore. 😢🇺🇲🇨🇦
Because immigration has become so out of control in Canada nobody trusts Canadians anymore. 😢🇺🇲🇨🇦
Identity Attack0.015731048
Insult0.0031742742
Profanity0.000049016406
Threat0.00020055371
Severe Toxicity0.000003492774
Low Tox 0.021102658
Dec 10, 2025
Canada needs to vastly increase its population. If not then it is likely you will become a State to the USA which would be a shame
Canada needs to vastly increase its population. If not then it is likely you will become a State to the USA which would be a shame
Identity Attack0.0013547267
Insult0.009531953
Profanity0.00020936003
Threat0.00010846465
Severe Toxicity0.0000027912808
Low Tox 0.020921616
Apr 14, 2025 1 likes
In today’s world, this tension plays out across continents. Economic insecurity often fuels nationalist movements, which promise protection and identity but risk deepening divisions. At the same time, socialist ideas gain traction where people demand …
In today’s world, this tension plays out across continents. Economic insecurity often fuels nationalist movements, which promise protection and identity but risk deepening divisions. At the same time, socialist ideas gain traction where people demand fairness, inclusion, and solidarity beyond borders. The way societies manage migration and poverty will determine whether cooperation or exclusion becomes the dominant story of our time.
Identity Attack0.007880543
Insult0.009260887
Profanity0.010792031
Threat0.0071199946
Severe Toxicity0.0008201599
Low Tox 0.019728716 Constructive 0.587 Moral_Argument
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
Wow. Such a massive change in such a short period of time. I'm impressed. A country within a country becoming just as successful. Who needs to assimilate ?
Wow. Such a massive change in such a short period of time. I'm impressed. A country within a country becoming just as successful. Who needs to assimilate ?
Identity Attack0.0048837173
Insult0.009944891
Profanity0.012107162
Threat0.0062785195
Severe Toxicity0.00074863434
Low Tox 0.019603057 Constructive 0.579 Identity_Assertion
Oct 2, 2025 Inside Canada's Indian Metropolis (Brampton)
Canada has all the necessary conditions to establish real manufacturing industries and increase production. With the presence of migrant labor such as workers from India—who are willing to accept lower wages than Canadian workers and …
Canada has all the necessary conditions to establish real manufacturing industries and increase production. With the presence of migrant labor such as workers from India—who are willing to accept lower wages than Canadian workers and others—the equation becomes clear: lower costs, higher output, and greater profitability. This workforce represents a real investment for those who know how to manage human resources and the economy intelligently.
Identity Attack0.011099357
Insult0.010210892
Profanity0.009417122
Threat0.0059548756
Severe Toxicity0.0007867813
Low Tox 0.019226074 Constructive 0.517 Economic_Argument
Feb 27, 2026 Inside Canada's Indian Invasion...
They are alreay become canadian citizens
They are alreay become canadian citizens
Identity Attack0.0103594
Insult0.008424882
Profanity0.011048226
Threat0.006375613
Severe Toxicity0.00093460083
Low Tox 0.017843807 Low Con 0.255
Sep 28, 2025 IRCC Names India in Study …
Endless gone Is there a panel that decides on the aslym claim or one person what is the actual process and does it need to go through the senate to become law
Endless gone Is there a panel that decides on the aslym claim or one person what is the actual process and does it need to go through the senate to become law
Identity Attack0.0031633168
Insult0.008785884
Profanity0.01261955
Threat0.0069516995
Severe Toxicity0.0007534027
Low Tox 0.017466826 Low Con 0.237 Question
Feb 23, 2026 'We do know that there's …
The Canadian government is so vocally against becoming the 51st state, but are apparently perfectly fine with being the 29th state.
The Canadian government is so vocally against becoming the 51st state, but are apparently perfectly fine with being the 29th state.
Identity Attack0.007843546
Insult0.010210892
Profanity0.009613537
Threat0.0062396824
Severe Toxicity0.0007343292
Low Tox 0.017215505 Low Con 0.158 Humor_Satire
Jan 27, 2026 1,581 likes Inside Canada's Indian Invasion...
Brampton become New Delhi
Brampton become New Delhi
Identity Attack0.00621564
Insult0.0151129225
Profanity0.015249812
Threat0.008129764
Severe Toxicity0.0015258789
Low Tox 0.017089844 Low Con 0.293 Identity_Assertion
Feb 26, 2026 1 likes Inside Canada's Indian Invasion...
They should just accept to become the 51st state tho.
They should just accept to become the 51st state tho.
Identity Attack0.004920715
Insult0.009089886
Profanity0.0118680475
Threat0.007314181
Severe Toxicity0.0009727478
Low Tox 0.016964182 Low Con 0.137
Aug 25, 2025 Why Canadians Are Turning Against …
A stand needs to be taken b4 it’s too late. We are still the majority for NOW. But we are becoming less with every passing month and year.
A stand needs to be taken b4 it’s too late. We are still the majority for NOW. But we are becoming less with every passing month and year.
Identity Attack0.0023863618
Insult0.009165886
Profanity0.010792031
Threat0.0068287146
Severe Toxicity0.0007247925
Low Tox 0.015833238 Constructive 0.51 Fear_Threat
Sep 14, 2025 1 likes Why Canadians Are Turning Against …
this conservative MP can become a future leader of the party
this conservative MP can become a future leader of the party
Identity Attack0.0042547537
Insult0.009355888
Profanity0.013131939
Threat0.0074048014
Severe Toxicity0.0009918213
Low Tox 0.015519086 Low Con 0.238
Sep 27, 2025 417 likes IRCC Names India in Study …
Successfull people don't become that way overnight. What most people see at a glance-wealth, a great career, purpose-is the result of hard work and hustle over time. I pray that anyone who reads this will …
Successfull people don't become that way overnight. What most people see at a glance-wealth, a great career, purpose-is the result of hard work and hustle over time. I pray that anyone who reads this will be successful in life..
Identity Attack0.0024048607
Insult0.008956885
Profanity0.0113385795
Threat0.0065827454
Severe Toxicity0.0006580353
Low Tox 0.015267765 Constructive 0.661 Advertisement_Spam
Dec 8, 2025 140 likes Inside Canada's Indian Metropolis (Brampton)
Excellent reporting, sir. I, too, am an immigrant over 30 years. My family and I immigrated here from Ireland 🇮🇪 to become Canadians 🇨🇦 And all did just that. 🙏💜🇨🇦✝️
Excellent reporting, sir. I, too, am an immigrant over 30 years. My family and I immigrated here from Ireland 🇮🇪 to become Canadians 🇨🇦 And all did just that. 🙏💜🇨🇦✝️
Identity Attack0.008546505
Insult0.007873878
Profanity0.011116544
Threat0.006330303
Severe Toxicity0.00086307526
Low Tox 0.014513801 Constructive 0.74 Personal_Narrative
Aug 26, 2025 2 likes Why Canadians Are Turning Against …
She speaks good french, she can easily score NCLC 7 and become permanent resident.
She speaks good french, she can easily score NCLC 7 and become permanent resident.
Identity Attack0.004846719
Insult0.008500882
Profanity0.010450439
Threat0.006466233
Severe Toxicity0.000705719
Low Tox 0.014011159 Moderate Con 0.403 Question
Feb 12, 2026 Canada's tighter immigration policy divides …
Love the school food program becoming permanent.
Love the school food program becoming permanent.
Identity Attack0.0026453468
Insult0.0081208795
Profanity0.011543535
Threat0.0066151097
Severe Toxicity0.0010442734
Low Tox 0.013634177 Moderate Con 0.443
Jan 17, 2026 Canada’s new rules in 2026
Why bother? The USA has become unwelcoming. Treating everyone like a potential trouble.
Why bother? The USA has become unwelcoming. Treating everyone like a potential trouble.
Identity Attack0.002272109
Insult0.0040747444
Profanity0.00008451354
Threat0.00023837983
Severe Toxicity0.000003358203
Low Tox 0.013403489
Dec 12, 2025
Canada would be benefited by becoming the 51st state.
Canada would be benefited by becoming the 51st state.
Identity Attack0.0052906936
Insult0.007816878
Profanity0.010279642
Threat0.006874025
Severe Toxicity0.000872612
Low Tox 0.012754552 Low Con 0.166 Comparative_Framing
Feb 7, 2026 Inside Canada's Indian Invasion...
Canada let too many unvetted foreigners become citizens
Canada let too many unvetted foreigners become citizens
Identity Attack0.0092759505
Insult0.002163105
Profanity0.000024463117
Threat0.00013498518
Severe Toxicity0.000002753996
Low Tox 0.011415201
Dec 9, 2025
Canada needs to become the 51st state
Canada needs to become the 51st state
Identity Attack0.00080182415
Insult0.00045922623
Profanity0.000032942437
Threat0.00011460342
Severe Toxicity0.0000025873549
Low Tox 0.0022459808 Identity_Assertion
Dec 8, 2025 4 likes
This seems to nave become a problem because of the number of “new Canadians”. That’s the part your not suppose to say out loud but is the real problem in the American eye.
This seems to nave become a problem because of the number of “new Canadians”. That’s the part your not suppose to say out loud but is the real problem in the American eye.
Identity Attack0.00019084592
Insult0.00051859475
Profanity0.000032082033
Threat0.000029981105
Severe Toxicity0.0000019248057
Low Tox 0.0012512739
Dec 8, 2025
These immigrants were scheduled to leave anyway. They were well aware of it. So, it is not based on new immigration rules. The government tried to force too many people into the country, causing a …
These immigrants were scheduled to leave anyway. They were well aware of it. So, it is not based on new immigration rules. The government tried to force too many people into the country, causing a spike in housing prices and many other problems. This then affected every Canadian. A lot are becoming even poorer. It is one of the reasons they had more tent cities and 2 million people going to food banks along with 2/3 of Canadians with only 500.00 a month after all monthly bills were paid. That's 2/3 of Canadians. The Convoy had released these figures over a year ago at CPAC. Proving that Canada is in a huge mess economically because of these Liberal policies. @minimaxmiaandme.4971 - I don't hide behind a fake name. The Supreme Court ruled in favor of the convoy or did you forget? The Liberals violated Canadians' Constitutional Rights to Protest. Which proves they are more credible than the Liberals. Now be man enough to show your real identity.
Identity Attack0.00017204595
Insult0.00035070546
Profanity0.000051291976
Threat0.00004996549
Severe Toxicity0.000008668661
Low Tox 0.00093127653 Economic_Argument
Apr 15, 2025 18 likes
This immigration rule is not being enforced the way the government claims. IRCC is still handing out temporary resident visas—student visas, visitor visas, and visitor visa extensions—too easily. They’re approving 1-year visitor extensions, then another …
This immigration rule is not being enforced the way the government claims. IRCC is still handing out temporary resident visas—student visas, visitor visas, and visitor visa extensions—too easily. They’re approving 1-year visitor extensions, then another 6 months, and sometimes even another full year if someone applies again. How is that stricter than before? It’s not. The government is misleading Canadians when it says immigration rules are tightening. In reality, it’s becoming more lenient, and it’s frustrating for those of us who follow the rules, pay taxes, and contribute honestly to this country.
Identity Attack0.00021630489
Insult0.00028040312
Profanity0.000052242904
Threat0.000028844901
Severe Toxicity0.000002951865
Low Tox 0.00092790026 Policy_Critique
Jun 6, 2025
Why is Pierre bringing Immigration law that’s why I’m not voting for him are no goverment Canada always follow the American he’s bringing tuf immigrating laws Canada is going to become like America like what …
Why is Pierre bringing Immigration law that’s why I’m not voting for him are no goverment Canada always follow the American he’s bringing tuf immigrating laws Canada is going to become like America like what trump is doing that’s why America treated Canadian the way they does Canadian always follow the American I have seen trump in Pierre look what trum put Canada through and he brieng in that immigration law it’s Just going to make Canada like america
Identity Attack0.00010044
Insult0.00032364624
Profanity0.000028711169
Threat0.00003159364
Severe Toxicity0.0000019860133
Low Tox 0.0007863873
Apr 14, 2025 1 likes

Perspective API Dimensions Reference

13 dimensions explained

Toxic (6)

Toxicity
— Rude, disrespectful, or unreasonable
Severe Toxicity
— Very hateful or aggressive
Identity Attack
— Targeting race, religion, gender, etc.
Insult
— Inflammatory or provocative language
Profanity
— Swear words or obscene language
Threat
— Intention to inflict pain or violence

Prosocial (7)

Affinity
— Agreement or shared understanding
Compassion
— Concern for others' wellbeing
Curiosity
— Desire to learn or understand more
Nuance
— Acknowledges complexity or multiple perspectives
Personal Story
— Shares personal experience
Reasoning
— Evidence-based or logical argumentation
Respect
— Politeness and consideration for others
Data sources: comment_perspective_scores, comment_embeddings, and view_comment_sentiment · Scores are probability values (0–1) from Google's Perspective API via Communalytic.